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Rough Sets and Knowledge Technology

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Cover of 'Rough Sets and Knowledge Technology'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Using Domain Knowledge in Initial Stages of Knowledge Discovery in Databases
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    Chapter 2 Non-deterministic Information in Rough Sets: A Survey and Perspective
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    Chapter 3 Granular Computing and Sequential Three-Way Decisions
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    Chapter 4 A Scientometrics Study of Rough Sets in Three Decades
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    Chapter 5 Generalizations of Approximations
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    Chapter 6 Expression and Processing of Uncertain Information
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    Chapter 7 Early Development of Rough Sets - From a Personal Perspective
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    Chapter 8 Contraction to Matroidal Structure of Rough Sets
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    Chapter 9 Optimal Approximations with Rough Sets
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    Chapter 10 Partial Approximation of Multisets and Its Applications in Membrane Computing
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    Chapter 11 A Formal Concept Analysis Based Approach to Minimal Value Reduction
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    Chapter 12 Comparison of Two Models of Probabilistic Rough Sets
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    Chapter 13 Empirical Risk Minimization for Variable Precision Dominance-Based Rough Set Approach
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    Chapter 14 Formulating Game Strategies in Game-Theoretic Rough Sets
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    Chapter 15 Sequential Optimization of Approximate Inhibitory Rules Relative to the Length, Coverage and Number of Misclassifications
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    Chapter 16 Robustness Measure of Decision Rules
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    Chapter 17 Exploring Margin for Dynamic Ensemble Selection
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    Chapter 18 Evaluation of Incremental Change of Set-Based Indices
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    Chapter 19 Recent Advances in Decision Bireducts: Complexity, Heuristics and Streams
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    Chapter 20 Studies on the Necessary Data Size for Rule Induction by STRIM
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    Chapter 21 Applying Threshold SMOTE Algoritwith Attribute Bagging to Imbalanced Datasets
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    Chapter 22 Parallel Reducts: A Hashing Approach
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    Chapter 23 A Parallel Implementation of Computing Composite Rough Set Approximations on GPUs
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    Chapter 24 GPU Implementation of MCE Approach to Finding Near Neighbourhoods
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    Chapter 25 FPGA in Rough Set Based Core and Reduct Computation
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    Chapter 26 Fast Approximate Attribute Reduction with MapReduce
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    Chapter 27 Three-Way Decision Based Overlapping Community Detection
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    Chapter 28 Three-Way Decisions in Dynamic Decision-Theoretic Rough Sets
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    Chapter 29 A Cluster Ensemble Framework Based on Three-Way Decisions
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    Chapter 30 Multistage Email Spam Filtering Based on Three-Way Decisions
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    Chapter 31 Cost-Sensitive Three-Way Decision: A Sequential Strategy
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    Chapter 32 Two-Phase Classification Based on Three-Way Decisions
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    Chapter 33 A Three-Way Decisions Model Based on Constructive Covering Algorithm
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    Chapter 34 A Hierarchical Statistical Framework for the Extraction of Semantically Related Words in Textual Documents
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    Chapter 35 Anomaly Intrusion Detection Using Incremental Learning of an Infinite Mixture Model with Feature Selection
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    Chapter 36 Hybridizing Meta-heuristics Approaches for Solving University Course Timetabling Problems
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    Chapter 37 Weight Learning for Document Tolerance Rough Set Model
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    Chapter 38 A Divide-and-Conquer Method Based Ensemble Regression Model for Water Quality Prediction
  40. Altmetric Badge
    Chapter 39 A Self-learning Audio Player That Uses a Rough Set and Neural Net Hybrid Approach
Overall attention for this book and its chapters
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Title
Rough Sets and Knowledge Technology
Published by
Springer Berlin Heidelberg, October 2013
DOI 10.1007/978-3-642-41299-8
ISBNs
978-3-64-241298-1, 978-3-64-241299-8
Editors

Lingras, Pawan, Wolski, Marcin, Cornelis, Chris, Mitra, Sushmita, Wasilewski, Piotr

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The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 132 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Brazil 3 2%
Malaysia 2 2%
Finland 1 <1%
Belgium 1 <1%
Iran, Islamic Republic of 1 <1%
China 1 <1%
India 1 <1%
Switzerland 1 <1%
Spain 1 <1%
Other 5 4%
Unknown 115 87%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 35 27%
Student > Master 31 23%
Researcher 18 14%
Student > Doctoral Student 14 11%
Student > Bachelor 13 10%
Other 21 16%
Readers by discipline Count As %
Computer Science 68 52%
Engineering 19 14%
Unspecified 8 6%
Mathematics 7 5%
Business, Management and Accounting 6 5%
Other 24 18%